NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Education and Health Services: Private Educational Services in Rochester, NY (MSA) Series ID: SMU36403806561000001SA Source: U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis Release: State and Metro Area Employment, Hours, and Earnings (Not a Press Release) Seasonal Adjustment: Seasonally Adjusted Frequency: Monthly Units: Thousands of Persons Date Range: 1990-01-01 to 2024-04-01 Last Updated: 2024-05-18 4:47 AM CDT Notes: The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here (https://fred.stlouisfed.org/series/SMU36403806561000001). Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. DATE VALUE 1990-01-01 19.966613424698900 1990-02-01 20.138670505289500 1990-03-01 20.210509285808900 1990-04-01 20.836293825159500 1990-05-01 21.221171949031900 1990-06-01 22.516264095093700 1990-07-01 21.714553111627602 1990-08-01 21.534007178481400 1990-09-01 21.656725500164900 1990-10-01 22.148813138161900 1990-11-01 21.510103415344897 1990-12-01 21.862024184329400 1991-01-01 20.649301274141898 1991-02-01 20.522032890029198 1991-03-01 20.183464176735800 1991-04-01 21.278220413927300 1991-05-01 21.186723640866300 1991-06-01 21.225737810920698 1991-07-01 21.709423613474197 1991-08-01 21.535862551393700 1991-09-01 21.795911416527500 1991-10-01 19.795420366019300 1991-11-01 19.628500265380400 1991-12-01 19.580454794062398 1992-01-01 22.760878682054600 1992-02-01 22.496488251031000 1992-03-01 22.180129064358695 1992-04-01 21.370390081092697 1992-05-01 21.155388220353398 1992-06-01 20.994652395266800 1992-07-01 20.566118093767397 1992-08-01 20.496453733880600 1992-09-01 20.134186947559800 1992-10-01 20.542759640621103 1992-11-01 20.443261305946000 1992-12-01 20.509889233865400 1993-01-01 23.377627115619898 1993-02-01 23.210825705062600 1993-03-01 22.572733442034696 1993-04-01 21.803355648951200 1993-05-01 21.454645562348897 1993-06-01 23.080214441410200 1993-07-01 22.803271852199604 1993-08-01 22.880275149851400 1993-09-01 20.923942774662898 1993-10-01 21.526990360694400 1993-11-01 21.380456754050602 1993-12-01 21.176757197548500 1994-01-01 21.449031630438800 1994-02-01 21.286675905899898 1994-03-01 20.808841135564300 1994-04-01 24.406780913217002 1994-05-01 24.251522587465300 1994-06-01 23.208412109694600 1994-07-01 22.897537166324202 1994-08-01 22.551576361570703 1994-09-01 23.631332391504504 1994-10-01 22.095462903077802 1994-11-01 22.036749914138998 1994-12-01 21.838550488768900 1995-01-01 21.973428074628700 1995-02-01 22.062919412797900 1995-03-01 22.444690321220797 1995-04-01 24.926892551449498 1995-05-01 24.762345759941898 1995-06-01 23.243754910770804 1995-07-01 22.667586603917197 1995-08-01 22.422318081145896 1995-09-01 23.408865047895304 1995-10-01 22.341189903369898 1995-11-01 22.195816273206200 1995-12-01 22.393656721708197 1996-01-01 22.409279151400800 1996-02-01 22.369640430441603 1996-03-01 22.072674819904800 1996-04-01 22.577671427356897 1996-05-01 22.445018245486303 1996-06-01 23.034712313584800 1996-07-01 23.077819128143602 1996-08-01 22.855486818970604 1996-09-01 22.454018060531100 1996-10-01 22.609429755614000 1996-11-01 22.654038027103500 1996-12-01 22.622189885715900 1997-01-01 22.149689363068400 1997-02-01 22.217531355025397 1997-03-01 22.418570791054698 1997-04-01 22.437303745345100 1997-05-01 22.628711291760897 1997-06-01 22.957430594912100 1997-07-01 23.661285439536300 1997-08-01 23.311755493160100 1997-09-01 23.295366511346604 1997-10-01 23.502979722228400 1997-11-01 23.455889726562400 1997-12-01 23.383060559230600 1998-01-01 23.575662540695300 1998-02-01 23.441414770968798 1998-03-01 22.810971082485800 1998-04-01 23.267521486062304 1998-05-01 23.384636136974397 1998-06-01 23.365517771599300 1998-07-01 23.221832874705200 1998-08-01 23.387260719843002 1998-09-01 23.371932596358498 1998-10-01 23.508202516684698 1998-11-01 23.611118404308100 1998-12-01 23.573864286734200 1999-01-01 23.819356078635900 1999-02-01 24.020367309989900 1999-03-01 24.036263797753602 1999-04-01 24.163511161945500 1999-05-01 24.226626951879503 1999-06-01 24.269210826698604 1999-07-01 24.361257559263200 1999-08-01 24.385377095664600 1999-09-01 23.890577105762100 1999-10-01 23.596976656853197 1999-11-01 23.561757495467400 1999-12-01 23.673671955955300 2000-01-01 23.842616309756200 2000-02-01 23.741423745214700 2000-03-01 23.854377142082600 2000-04-01 25.840146226280304 2000-05-01 25.705224686869602 2000-06-01 25.871402095941700 2000-07-01 25.993762044046600 2000-08-01 26.034874258456203 2000-09-01 26.192745785573603 2000-10-01 26.309335630943200 2000-11-01 26.409849921318397 2000-12-01 26.388645227035898 2001-01-01 26.147391856671100 2001-02-01 25.936033258897700 2001-03-01 25.773334764642800 2001-04-01 25.862925428814800 2001-05-01 26.494581576445800 2001-06-01 26.872200305365702 2001-07-01 26.686612338873600 2001-08-01 26.762230069421502 2001-09-01 27.492046081860000 2001-10-01 27.211584340315700 2001-11-01 27.283956658743400 2001-12-01 27.451646843624000 2002-01-01 27.714981750722604 2002-02-01 27.933388393004698 2002-03-01 28.047391806957997 2002-04-01 28.162812393545604 2002-05-01 28.338897678692604 2002-06-01 28.414210036701103 2002-07-01 28.743771493828103 2002-08-01 28.969355458389100 2002-09-01 29.210569828431396 2002-10-01 29.285817954476900 2002-11-01 29.431193222781800 2002-12-01 29.448045287437700 2003-01-01 29.078871183628603 2003-02-01 29.112671687188200 2003-03-01 29.136277895368600 2003-04-01 29.234888718217900 2003-05-01 28.987533819908000 2003-06-01 29.717335500315105 2003-07-01 29.687407327322504 2003-08-01 29.852822311163500 2003-09-01 29.980806561019897 2003-10-01 29.999124787695997 2003-11-01 30.219800003809600 2003-12-01 30.517834956796797 2004-01-01 30.871206019778700 2004-02-01 31.164435571723600 2004-03-01 31.176262400081000 2004-04-01 30.861173097487697 2004-05-01 31.234898181791100 2004-06-01 31.285363304525000 2004-07-01 31.455633711023400 2004-08-01 31.564305511979605 2004-09-01 31.270530680819203 2004-10-01 32.047161495284100 2004-11-01 32.344605939657700 2004-12-01 31.858323225472603 2005-01-01 31.908019443649000 2005-02-01 31.885444598188500 2005-03-01 31.750232032745398 2005-04-01 31.982624487623898 2005-05-01 32.035634770417500 2005-06-01 32.250244450393400 2005-07-01 32.318870244159700 2005-08-01 32.388426103981900 2005-09-01 32.244048649703004 2005-10-01 32.206530135931104 2005-11-01 32.462840418011105 2005-12-01 32.453291390956004 2006-01-01 32.682416483587700 2006-02-01 32.729151895935300 2006-03-01 32.909872579093600 2006-04-01 32.803932888199704 2006-05-01 33.522125414113400 2006-06-01 33.042903636494900 2006-07-01 33.101141579715100 2006-08-01 33.269370773314600 2006-09-01 33.344138838212900 2006-10-01 33.631525121804300 2006-11-01 33.673414008701500 2006-12-01 33.680182001526800 2007-01-01 33.709082645444305 2007-02-01 33.711357649348500 2007-03-01 33.803698837446400 2007-04-01 33.935485251583200 2007-05-01 34.035625805586500 2007-06-01 33.988143832753800 2007-07-01 34.245710510819300 2007-08-01 34.435282975127200 2007-09-01 34.621276216197600 2007-10-01 34.812773635866100 2007-11-01 34.831301286613304 2007-12-01 34.875778636060000 2008-01-01 34.493219787562900 2008-02-01 34.809592379197100 2008-03-01 34.707792317154400 2008-04-01 34.983610138143604 2008-05-01 35.083928087599100 2008-06-01 35.219865122352900 2008-07-01 35.145828939233400 2008-08-01 35.089209017554200 2008-09-01 35.374071118824000 2008-10-01 35.215103858700900 2008-11-01 35.311351714251200 2008-12-01 35.259387728371294 2009-01-01 35.731319672564500 2009-02-01 35.569965589916100 2009-03-01 35.633276237569700 2009-04-01 35.328839060289100 2009-05-01 35.348637344416794 2009-06-01 35.589047337701800 2009-07-01 35.499361913509800 2009-08-01 35.664777573362000 2009-09-01 35.545164104107500 2009-10-01 35.938227470335896 2009-11-01 36.101678321626395 2009-12-01 36.309029488890500 2010-01-01 36.770213964761890 2010-02-01 36.653254853887500 2010-03-01 36.775849579603890 2010-04-01 36.980438454295500 2010-05-01 37.082407164400900 2010-06-01 37.225457444893400 2010-07-01 37.443196193644300 2010-08-01 37.431278049372295 2010-09-01 37.608078791858600 2010-10-01 37.520584535535605 2010-11-01 37.573855341855605 2010-12-01 37.537175232951300 2011-01-01 37.487453215742995 2011-02-01 37.212957705949705 2011-03-01 37.188354589546900 2011-04-01 38.053194504861600 2011-05-01 38.222857710873210 2011-06-01 38.367084568535000 2011-07-01 38.610544651960296 2011-08-01 38.775964264313900 2011-09-01 39.035938893580610 2011-10-01 38.732269940395700 2011-11-01 38.813670675921900 2011-12-01 38.906078648591600 2012-01-01 37.970243800308400 2012-02-01 38.977862827641395 2012-03-01 38.958133078498605 2012-04-01 38.805879513710300 2012-05-01 39.038041575210400 2012-06-01 38.595539907736900 2012-07-01 39.082227560464204 2012-08-01 39.168094352928904 2012-09-01 40.245206241941794 2012-10-01 39.802449388080400 2012-11-01 39.942447655073500 2012-12-01 40.355620561966700 2013-01-01 39.041040435368200 2013-02-01 40.539524850658495 2013-03-01 40.632766779407700 2013-04-01 40.702223031882700 2013-05-01 41.526536472416100 2013-06-01 40.676389976810200 2013-07-01 40.604620755496896 2013-08-01 40.970829185140900 2013-09-01 42.530304108709295 2013-10-01 41.891682777267796 2013-11-01 42.163833585653100 2013-12-01 42.214226063095700 2014-01-01 42.344421632632700 2014-02-01 42.750664651156505 2014-03-01 42.985093154853000 2014-04-01 43.110820169224900 2014-05-01 43.138182590808110 2014-06-01 43.614698114450290 2014-07-01 43.423532912485705 2014-08-01 43.796142629684105 2014-09-01 43.654952227029500 2014-10-01 43.458083208040800 2014-11-01 43.349593920222304 2014-12-01 43.435788075562705 2015-01-01 43.479317124216394 2015-02-01 43.512896902277696 2015-03-01 43.637646123565700 2015-04-01 43.459459933892100 2015-05-01 43.127495374113210 2015-06-01 43.744358056936996 2015-07-01 44.084153067731290 2015-08-01 44.265820587496700 2015-09-01 43.507717298324610 2015-10-01 44.535261024110405 2015-11-01 44.745106683900700 2015-12-01 44.793423074564710 2016-01-01 44.825538576671600 2016-02-01 44.582690220834890 2016-03-01 44.628382277263604 2016-04-01 44.781024572231900 2016-05-01 44.599313329705000 2016-06-01 44.949670419956100 2016-07-01 45.055159502156805 2016-08-01 44.865904310628700 2016-09-01 44.457911005730296 2016-10-01 44.934241287183596 2016-11-01 45.104595085107300 2016-12-01 45.143825011399706 2017-01-01 45.420657711321404 2017-02-01 45.609518585126400 2017-03-01 45.503031094836500 2017-04-01 45.813822673126710 2017-05-01 46.175961845323900 2017-06-01 45.658301258004100 2017-07-01 45.662344922780400 2017-08-01 45.402349904353200 2017-09-01 45.859879574999400 2017-10-01 46.232487404094000 2017-11-01 46.168907090862795 2017-12-01 46.167247392597600 2018-01-01 46.254699974759795 2018-02-01 46.392579350000894 2018-03-01 46.563612037150790 2018-04-01 46.464582800841210 2018-05-01 46.792977609625396 2018-06-01 46.326652502690490 2018-07-01 46.381284859295100 2018-08-01 46.051149353836200 2018-09-01 46.583542851806300 2018-10-01 46.736371347910390 2018-11-01 46.801622531097790 2018-12-01 47.030184071950500 2019-01-01 46.859304636723500 2019-02-01 47.365801124803700 2019-03-01 47.641691346447800 2019-04-01 46.991362126080396 2019-05-01 45.951417395002700 2019-06-01 46.480541309251390 2019-07-01 46.360328063011210 2019-08-01 46.112781494981390 2019-09-01 46.544619127939704 2019-10-01 46.638523051188790 2019-11-01 46.795246738789610 2019-12-01 46.945611396868900 2020-01-01 46.907640688545506 2020-02-01 47.062295368009000 2020-03-01 46.927552390723000 2020-04-01 41.255830987277800 2020-05-01 41.353708162462100 2020-06-01 44.042056528315600 2020-07-01 40.935591618215900 2020-08-01 43.963514434743900 2020-09-01 43.856623157746400 2020-10-01 42.458167409289600 2020-11-01 42.474918374699300 2020-12-01 42.311731500992200 2021-01-01 42.859792189402100 2021-02-01 42.870267993406000 2021-03-01 43.388570543168896 2021-04-01 43.598377919939395 2021-05-01 44.224261628026895 2021-06-01 44.366641428986600 2021-07-01 44.774455664967900 2021-08-01 45.121034569382710 2021-09-01 44.939663343161605 2021-10-01 45.107529009803200 2021-11-01 45.326608355279700 2021-12-01 45.614461985087100 2022-01-01 45.922797925748704 2022-02-01 46.001315556304995 2022-03-01 46.303413547108500 2022-04-01 43.631151096735200 2022-05-01 43.704323647866296 2022-06-01 44.193182380927894 2022-07-01 44.350384138185504 2022-08-01 44.456528267301294 2022-09-01 44.709136053396210 2022-10-01 44.504693061635400 2022-11-01 44.870907448163800 2022-12-01 44.961831361032890 2023-01-01 44.692679166158600 2023-02-01 45.140852888273900 2023-03-01 45.090444386239604 2023-04-01 45.188690809448700 2023-05-01 45.163675770939210 2023-06-01 45.163281613231405 2023-07-01 45.042945926954400 2023-08-01 45.096222095495996 2023-09-01 45.905842157490700 2023-10-01 43.989386196728105 2023-11-01 44.960854855585600 2023-12-01 44.265373938864500 2024-01-01 46.100969601020200 2024-02-01 45.342225516526390 2024-03-01 45.471604942431895 2024-04-01 45.583290724019390